Advanced neural network-based computational schemes for robust fault diagnosis - Info and Reading Options
By Marcin Mrugalski
"Advanced neural network-based computational schemes for robust fault diagnosis" was published by Springer in 2014 - Cham and it has 182 pages.
“Advanced neural network-based computational schemes for robust fault diagnosis” Metadata:
- Title: ➤ Advanced neural network-based computational schemes for robust fault diagnosis
- Author: Marcin Mrugalski
- Number of Pages: 182
- Publisher: Springer
- Publish Date: 2014
- Publish Location: Cham
“Advanced neural network-based computational schemes for robust fault diagnosis” Subjects and Themes:
- Subjects: ➤ Neural networks (Computer science) - Fault location (Engineering) - Robust control - Fault location (Engineering) - Neural networks (Computer science) - Robust control
Edition Identifiers:
- ISBN-13: 9783319015460
- All ISBNs: 9783319015460
AI-generated Review of “Advanced neural network-based computational schemes for robust fault diagnosis”:
"Advanced neural network-based computational schemes for robust fault diagnosis" Description:
Open Data:
The present book is devoted to problems of adaptation of artificial neural networks to robust fault diagnosis schemes. It presents neural networks-based modelling and estimation techniques used for designing robust fault diagnosis schemes for non-linear dynamic systems. A part of the book focuses on fundamental issues such as architectures of dynamic neural networks, methods for designing of neural networks and fault diagnosis schemes as well as the importance of robustness. The book is of a tutorial value and can be perceived as a good starting point for the new-comers to this field. The book is also devoted to advanced schemes of description of neural model uncertainty. In particular, the methods of computation of neural networks uncertainty with robust parameter estimation are presented. Moreover, a novel approach for system identification with the state-space GMDH neural network is delivered. All the concepts described in this book are illustrated by both simple academic illustrative examples and practical applications
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